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Tolga Bakırman Assoc. Prof. Dr. YILDIZ TECHNICAL UNIVERSITY
Publication 11 Review 7 CrossRef Cited 32 TR Dizin Cited 1
11 Publication
7 Review
32 CrossRef Cited
1 TR Dizin Cited

Research Fields

Machine Vision Photogrammetry and Remote Sensing Geographical Information Systems (GIS) in Planning

Institution

YILDIZ TECHNICAL UNIVERSITY

Popular Publications

Preserving human privacy in real estate listing applications by deep learning methods
Authors: Yunus Emre Varul , Hilal Adıyaman , Tolga Bakırman , Bülent Bayram , Elif Alkan , Sevgi Zümra Karaca , Raziye Hale Topaloğlu
Published: 2023 , Mersin Photogrammetry Journal
DOI: 10.53093/mephoj.1213893
CITED 2 FAVORITE 1 TOTAL DOWNLOAD COUNT 699

2

1

699

Publications

Beyond dNBR: Exploring Alternative Satellite Indices for Post-Fire Damage Assessment in Turkish Forests
Authors: Zeynep Kiraz , Bahadır Kulavuz , Tolga Bakırman , Bülent Bayram
Published: 2025 , Mersin Photogrammetry Journal
DOI: 10.53093/mephoj.1628753
FAVORITE 0 TOTAL DOWNLOAD COUNT 636

0

636

The Role of Ensemble Deep Learning for Building Extraction from VHR Imagery
Authors: Nuran Aslantaş , Tolga Bakırman , Mahmut Oğuz Selbesoğlu , Bülent Bayram
Published: 2025 , International Journal of Engineering and Geosciences
DOI: 10.26833/ijeg.1587798
FAVORITE 0 TOTAL DOWNLOAD COUNT 1075

0

1075

Temporal Dynamics of Lake Burdur's Water Surface Area: A Two-Decade Remote Sensing Analysis and Future Forecasts
Authors: Kemal Can Erdem , Tolga Bakırman , Bülent Bayram
Published: 2025 , Mersin Photogrammetry Journal
DOI: 10.53093/mephoj.1628742
FAVORITE 0 TOTAL DOWNLOAD COUNT 633

0

633

A COMPARATIVE STUDY OF DOUBLE-STEP DEEP LEARNING FRAMEWORK FOR BURNED AREA IDENTIFICATION AND SEVERITY ASSESSMENT IN WILDFIRES
Authors: Murat Mert Yurdakul , Bülent Bayram , Tolga Bakırman , Hamza Osman İlhan
Published: 2025 , Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
DOI: 10.17780/ksujes.1601614
FAVORITE 0 TOTAL DOWNLOAD COUNT 655

0

655

Deep Learning Based Panchromatic2RGB Image Generation from VHR Images
Authors: Ceyda Nigar Ünyılmaz , Bahadır Kulavuz , Tolga Bakırman , Bülent Bayram
Published: 2024 , Mersin Photogrammetry Journal
DOI: 10.53093/mephoj.1587804
FAVORITE 0 TOTAL DOWNLOAD COUNT 532

0

532

A benchmark dataset for deep learning-based airplane detection: HRPlanes
Authors: Tolga Bakırman , Elif Sertel
Published: 2023 , International Journal of Engineering and Geosciences
DOI: 10.26833/ijeg.1107890
FAVORITE 0 TOTAL DOWNLOAD COUNT 3698

0

3698

Preserving human privacy in real estate listing applications by deep learning methods
Authors: Yunus Emre Varul , Hilal Adıyaman , Tolga Bakırman , Bülent Bayram , Elif Alkan , Sevgi Zümra Karaca , Raziye Hale Topaloğlu
Published: 2023 , Mersin Photogrammetry Journal
DOI: 10.53093/mephoj.1213893
FAVORITE 1 TOTAL DOWNLOAD COUNT 699

1

699

Renewable energy potential within the scope of existing research stations in Antarctica and a preliminary study on the Turkish Research Base
Authors: Mehmet İşiler , Şehriban Yiğit , Tolga Bakırman , Mahmut Oğuz Selbesoğlu
Published: 2023 , Nigde Omer Halisdemir University Journal of Engineering Sciences
DOI: 10.28948/ngumuh.1208140
FAVORITE 0 TOTAL DOWNLOAD COUNT 2838

0

2838

Water-body Segmentation in Heterogeneous Hydrodynamic and Morphodynamic Structured Coastal Areas by Machine Learning
Authors: İrem Gümüşçü , Furkan Altaş , Beril Türkekul , Hasan Alper Kaya , Fırat Erdem , Tolga Bakırman , Bülent Bayram
Published: 2023 , International Journal of Environment and Geoinformatics
DOI: 10.30897/ijegeo.1119096
FAVORITE 0 TOTAL DOWNLOAD COUNT 1002

0

1002

An Assessment of YOLO Architectures for Oil Tank Detection from SPOT Imagery
Authors: Tolga Bakırman
Published: 2023 , International Journal of Environment and Geoinformatics
DOI: 10.30897/ijegeo.1196817
FAVORITE 0 TOTAL DOWNLOAD COUNT 2062

0

2062

GIS for OSYM Exam Halls on YTU Davutpasa Campus
Authors: Tolga Bakırman , M Ümit Gümüşay
Published: 2011 , Journal of Geodesy and Geoinformation
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 5554

0

5554

Articles published in
International Journal of Engineering and Geosciences
International Journal of Engineering and Geosciences
International Journal of Environment and Geoinformatics
International Journal of Environment and Geoinformatics
Journal of Geodesy and Geoinformation
Journal of Geodesy and Geoinformation
Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
Mersin Photogrammetry Journal
Mersin Photogrammetry Journal
Nigde Omer Halisdemir University Journal of Engineering Sciences
Nigde Omer Halisdemir University Journal of Engineering Sciences
Editorial Board Memberships
International Journal of Environment and Geoinformatics
International Journal of Environment and Geoinformatics

Reviews

Çevre Şehir ve İklim Dergisi
Çevre Şehir ve İklim Dergisi
Geomatik
Geomatik
International Journal of Engineering and Geosciences
International Journal of Engineering and Geosciences
International Journal of Environment and Geoinformatics
International Journal of Environment and Geoinformatics
Journal of Geodesy and Geoinformation
Journal of Geodesy and Geoinformation

Publications

The Role of Ensemble Deep Learning for Building Extraction from VHR Imagery
Authors: Nuran Aslantaş , Tolga Bakırman , Mahmut Oğuz Selbesoğlu , Bülent Bayram
Published: 2025 , International Journal of Engineering and Geosciences
DOI: 10.26833/ijeg.1587798
CITED 6 FAVORITE 0 TOTAL DOWNLOAD COUNT 1075

6

0

1075

Deep Learning Based Panchromatic2RGB Image Generation from VHR Images
Authors: Ceyda Nigar Ünyılmaz , Bahadır Kulavuz , Tolga Bakırman , Bülent Bayram
Published: 2024 , Mersin Photogrammetry Journal
DOI: 10.53093/mephoj.1587804
CITED 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 532

3

0

532

A benchmark dataset for deep learning-based airplane detection: HRPlanes
Authors: Tolga Bakırman , Elif Sertel
Published: 2023 , International Journal of Engineering and Geosciences
DOI: 10.26833/ijeg.1107890
CITED 18 FAVORITE 0 TOTAL DOWNLOAD COUNT 3698

18

0

3698

Preserving human privacy in real estate listing applications by deep learning methods
Authors: Yunus Emre Varul , Hilal Adıyaman , Tolga Bakırman , Bülent Bayram , Elif Alkan , Sevgi Zümra Karaca , Raziye Hale Topaloğlu
Published: 2023 , Mersin Photogrammetry Journal
DOI: 10.53093/mephoj.1213893
CITED 2 FAVORITE 1 TOTAL DOWNLOAD COUNT 699

2

1

699

Water-body Segmentation in Heterogeneous Hydrodynamic and Morphodynamic Structured Coastal Areas by Machine Learning
Authors: İrem Gümüşçü , Furkan Altaş , Beril Türkekul , Hasan Alper Kaya , Fırat Erdem , Tolga Bakırman , Bülent Bayram
Published: 2023 , International Journal of Environment and Geoinformatics
DOI: 10.30897/ijegeo.1119096
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 1002

1

0

1002

An Assessment of YOLO Architectures for Oil Tank Detection from SPOT Imagery
Authors: Tolga Bakırman
Published: 2023 , International Journal of Environment and Geoinformatics
DOI: 10.30897/ijegeo.1196817
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 2062

2

0

2062

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